Tuning parameter selection by AIC

Tuning parameter selection by AIC

AIC_select(mat.list.t.gau, lam1 = 0.1, lam2 = 0.1, returnJGL = F)

Arguments

mat.list.t.gau

the list of matrices, which contains the Gaussian distributed counts
lam1

numeric, Tuning parameter for the sparsity
lam2

numeric, Tuning parameter for the similarities across the conditions
returnJGL

logical, whether return the JGL model results. default is F.

Value

a list of 1) a vector of tuning parameter values and the AIC value; 2) the JGL result object